diff --git a/src/services/tools/CacheLookupTool.ts b/src/services/tools/CacheLookupTool.ts
index f950e0c..deaa6d2 100644
--- a/src/services/tools/CacheLookupTool.ts
+++ b/src/services/tools/CacheLookupTool.ts
@@ -1,10 +1,40 @@
 import { BaseTool } from "./BaseTool";
 import { ToolParameter, ToolResult } from "../../types/tools";
 
+/**
+ * Cache entry interface with LRU tracking
+ */
+interface CacheEntry {
+  data: any;
+  timestamp: number;
+  ttl: number;
+  lastAccessed: number;
+  accessCount: number;
+}
+
+/**
+ * Cache statistics for performance monitoring
+ */
+interface CacheStats {
+  size: number;
+  maxSize: number;
+  hitRate: number;
+  hits: number;
+  misses: number;
+  evictions: number;
+  totalRequests: number;
+  averageAccessCount: number;
+  oldestEntryAge: number;
+  newestEntryAge: number;
+}
+
+/**
+ * LRU Cache implementation with TTL support and performance tracking
+ */
 export class CacheLookupTool extends BaseTool {
   name = "cache_lookup";
   description =
-    "Look up cached results for similar requests to improve performance";
+    "Look up cached results for similar requests to improve performance with LRU eviction";
   parameters: ToolParameter[] = [
     {
       name: "key",
@@ -14,11 +44,14 @@ export class CacheLookupTool extends BaseTool {
     },
   ];
 
-  private cache = new Map<
-    string,
-    { data: any; timestamp: number; ttl: number }
-  >();
+  private cache = new Map<string, CacheEntry>();
   private readonly DEFAULT_TTL = 5 * 60 * 1000; // 5 minutes
+  private readonly MAX_SIZE = 100; // Maximum cache entries
+
+  // Performance tracking
+  private hits = 0;
+  private misses = 0;
+  private evictions = 0;
 
   async execute(params: Record<string, any>): Promise<ToolResult> {
     const { key } = params;
@@ -52,6 +85,7 @@ export class CacheLookupTool extends BaseTool {
     const entry = this.cache.get(key);
 
     if (!entry) {
+      this.misses++;
       return null; // Cache miss
     }
 
@@ -59,19 +93,63 @@ export class CacheLookupTool extends BaseTool {
     const now = Date.now();
     if (now - entry.timestamp > entry.ttl) {
       this.cache.delete(key);
+      this.misses++;
       return null; // Cache expired
     }
 
+    // Cache hit - update LRU tracking
+    this.hits++;
+    entry.lastAccessed = now;
+    entry.accessCount++;
+
+    // Move to end of Map (most recently used)
+    this.cache.delete(key);
+    this.cache.set(key, entry);
+
     return entry.data;
   }
 
-  // Helper method to store data in cache
+  /**
+   * Store data in cache with LRU eviction
+   */
   store(key: string, data: any, ttl: number = this.DEFAULT_TTL): void {
-    this.cache.set(key, {
+    const now = Date.now();
+
+    // Check if we need to evict entries (LRU)
+    if (this.cache.size >= this.MAX_SIZE && !this.cache.has(key)) {
+      this.evictLRU();
+    }
+
+    // Update existing entry or add new one
+    const entry: CacheEntry = {
       data,
-      timestamp: Date.now(),
+      timestamp: now,
       ttl,
-    });
+      lastAccessed: now,
+      accessCount: 0,
+    };
+
+    // Remove old entry if exists (to move to end of Map)
+    if (this.cache.has(key)) {
+      this.cache.delete(key);
+    }
+
+    this.cache.set(key, entry);
+  }
+
+  /**
+   * Evict least recently used entry
+   */
+  private evictLRU(): void {
+    if (this.cache.size === 0) return;
+
+    // First entry in Map is least recently used (due to our re-ordering on access)
+    const firstKey = this.cache.keys().next().value;
+    if (firstKey) {
+      this.cache.delete(firstKey);
+      this.evictions++;
+      console.log(`[CacheLookupTool] LRU eviction: ${firstKey}`);
+    }
   }
 
   // Helper method to generate cache key from user input
@@ -79,21 +157,129 @@ export class CacheLookupTool extends BaseTool {
     return userInput.toLowerCase().trim().replace(/\s+/g, "_");
   }
 
-  // Helper method to clear expired entries
-  clearExpired(): void {
+  /**
+   * Clear expired entries
+   */
+  clearExpired(): number {
     const now = Date.now();
+    let cleared = 0;
+
     for (const [key, entry] of this.cache.entries()) {
       if (now - entry.timestamp > entry.ttl) {
         this.cache.delete(key);
+        cleared++;
       }
     }
+
+    if (cleared > 0) {
+      console.log(`[CacheLookupTool] Cleared ${cleared} expired entries`);
+    }
+
+    return cleared;
   }
 
-  // Helper method to get cache statistics
-  getStats(): { size: number; hitRate: number } {
+  /**
+   * Get comprehensive cache statistics
+   */
+  getStats(): CacheStats {
+    const totalRequests = this.hits + this.misses;
+    const hitRate = totalRequests > 0 ? this.hits / totalRequests : 0;
+
+    // Calculate average access count
+    let totalAccessCount = 0;
+    let oldestTimestamp = Date.now();
+    let newestTimestamp = 0;
+
+    for (const entry of this.cache.values()) {
+      totalAccessCount += entry.accessCount;
+      oldestTimestamp = Math.min(oldestTimestamp, entry.timestamp);
+      newestTimestamp = Math.max(newestTimestamp, entry.timestamp);
+    }
+
+    const averageAccessCount =
+      this.cache.size > 0 ? totalAccessCount / this.cache.size : 0;
+
+    const now = Date.now();
+    const oldestEntryAge = this.cache.size > 0 ? now - oldestTimestamp : 0;
+    const newestEntryAge = this.cache.size > 0 ? now - newestTimestamp : 0;
+
     return {
       size: this.cache.size,
-      hitRate: 0.8, // Placeholder - would track actual hit rate
+      maxSize: this.MAX_SIZE,
+      hitRate: Number(hitRate.toFixed(4)),
+      hits: this.hits,
+      misses: this.misses,
+      evictions: this.evictions,
+      totalRequests,
+      averageAccessCount: Number(averageAccessCount.toFixed(2)),
+      oldestEntryAge: Math.floor(oldestEntryAge / 1000), // seconds
+      newestEntryAge: Math.floor(newestEntryAge / 1000), // seconds
     };
   }
+
+  /**
+   * Get detailed cache report for monitoring
+   */
+  getDetailedReport(): string {
+    const stats = this.getStats();
+    const utilizationPercent = ((stats.size / stats.maxSize) * 100).toFixed(1);
+
+    return `
+Cache Performance Report
+========================
+Size: ${stats.size}/${stats.maxSize} (${utilizationPercent}% utilized)
+Hit Rate: ${(stats.hitRate * 100).toFixed(2)}%
+Hits: ${stats.hits}
+Misses: ${stats.misses}
+Total Requests: ${stats.totalRequests}
+Evictions: ${stats.evictions}
+Average Access Count: ${stats.averageAccessCount}
+Oldest Entry: ${stats.oldestEntryAge}s ago
+Newest Entry: ${stats.newestEntryAge}s ago
+
+Performance:
+- Cache efficiency: ${
+      stats.hitRate >= 0.7 ? "Good ✓" : stats.hitRate >= 0.5 ? "Fair" : "Poor ✗"
+    }
+- Memory usage: ${stats.size >= stats.maxSize * 0.9 ? "High ⚠" : "Normal"}
+- Eviction pressure: ${
+      stats.evictions > stats.totalRequests * 0.1 ? "High ⚠" : "Normal"
+    }
+    `.trim();
+  }
+
+  /**
+   * Reset all statistics (useful for testing)
+   */
+  resetStats(): void {
+    this.hits = 0;
+    this.misses = 0;
+    this.evictions = 0;
+  }
+
+  /**
+   * Clear all cache entries
+   */
+  clear(): void {
+    this.cache.clear();
+    console.log("[CacheLookupTool] Cache cleared");
+  }
+
+  /**
+   * Get cache entries sorted by access frequency (for analysis)
+   */
+  getTopEntries(
+    limit: number = 10
+  ): Array<{ key: string; accessCount: number; age: number }> {
+    const entries = Array.from(this.cache.entries())
+      .map(([key, entry]) => ({
+        key,
+        accessCount: entry.accessCount,
+        age: Math.floor((Date.now() - entry.timestamp) / 1000),
+      }))
+      .sort((a, b) => b.accessCount - a.accessCount)
+      .slice(0, limit);
+
+    return entries;
+  }
 }